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Research, software, data and methods. Inspect the context, compare your options, and take a useful next step.

75 resources · Curated orderClear filters
Software

MDTraj

Molecular dynamics trajectory loading and analysis routines.

Listing reviewed · source terms apply
Software

Mesa

Agent-based simulation components and model-analysis tools for Python.

Listing reviewed · source terms apply
Datasets

MONK's Problems

Artificial logical concepts for comparing learned rules with documented generating concepts.

Listing reviewed · source terms apply
Methods

Ordinary Differential Equations

A guide to using ODE models in inference, including solver choices, stiffness, tolerances, parameter estimation and adjoint methods.

Listing reviewed · source terms apply
Datasets

Poker Hand

Generated card hands with rule-based labels for testing rare combinatorial classes.

Listing reviewed · source terms apply
Datasets

Pseudo Periodic Synthetic Time Series

Artificial oscillatory sequences for testing methods against controlled temporal structure.

Listing reviewed · source terms apply
Software

PyDy

Symbolic and numerical tools for deriving and simulating multibody dynamics.

Listing reviewed · source terms apply
Software

pyMOR

Model-order reduction tools for parameterized dynamical systems and numerical models.

Listing reviewed · source terms apply
Software

Python Control Systems Library

Analysis and design tools for linear and nonlinear control systems.

Listing reviewed · source terms apply
Software

QuTiP

Numerical simulation and analysis of quantum systems and open-system dynamics.

Listing reviewed · source terms apply
Software

REBOUND

N-body simulation with gravitational dynamics integrators and analysis interfaces.

Listing reviewed · source terms apply
Software

SALib

Sampling and analysis methods for global sensitivity analysis of computational models.

Listing reviewed · source terms apply

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